CAJ | 학술논문

提出了一种基于复Wishart分布随机距离的PolSAR图像边缘检测方法，将统计学中的随机距离理论引入Pol SAR图像边缘检测中，依据的主要原理是边缘两侧类别之间随机距离的大小与边缘的方向和两侧类别差异的高度相关性。通过模拟数据对随机距离检测边缘的性能进行了全面分析，表明随机距离具有准确的边缘定向和定位能力。并利用基于复Wishart分布随机数生成器模拟的PolSAR图像和一景机载全极化SAR图像进行了验证。试验结果证实了该方法检测边缘的效果。
제출료일충기우복Wishart분포수궤거리적PolSAR도상변연검측방법，장통계학중적수궤거리이론인입Pol SAR도상변연검측중，의거적주요원리시변연량측유별지간수궤거리적대소여변연적방향화량측유별차이적고도상관성。통과모의수거대수궤거리검측변연적성능진행료전면분석，표명수궤거리구유준학적변연정향화정위능력。병이용기우복Wishart분포수궤수생성기모의적PolSAR도상화일경궤재전겁화SAR도상진행료험증。시험결과증실료해방법검측변연적효과。
A new edge detection methodology in PolSAR images is proposed ,which is based on stochastic distance in the statistical theory and combined with complex Wishart distribution .Its main principle is inspired from the phenomenon that stochastic distance of two cl asses separated by an edge is closely related to the edge direction and the contrast of two classes .Simulation experiments are carried out to analyze the performance of the proposed methods .Results prove that methods have better capabilities in edge orientation and edge positioning than common used methods .Then ,the proposed detection procedure is tested on a simulated PolSAR image with the complex Wishart distribution ,as well as an airborne fully pol arimetric SAR image .